AI RESEARCH
Information-Preserving Domain Transfer with Unlabeled Data in Misspecified Simulation-Based Inference
arXiv CS.LG
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ArXi:2605.05652v1 Announce Type: new Simulation-based inference (SBI) provides amortized Bayesian parameter inference from simulator-generated data without requiring explicit likelihood evaluation. Its reliability can degrade under model misspecification, where real-world observations are not well represented by the simulator used for